Image Classification on Permutation-invariant MNIST (SW)
98.2AccuracyALAE
Evaluation Results
| Method | Links | |
|---|---|---|
| ALAEClassifier=Linear SVM, Feature Type=Long Features (lf)2020.04 | 98.2 | |
| ALAEClassifier=1NN, Feature Type=Long Features (lf)2020.04 | 97.61 | |
| BIGANClassifier=Linear SVM, Feature Type=Long Features (lf)2020.04 | 97.59 | |
| LRClassifier=Linear SVM, Feature Type=Long Features (lf)2020.04 | 97.56 | |
| AE(l2)Classifier=1NN, Feature Type=Short Features (sf)2020.04 | 97.52 | |
| AE(l1)Classifier=1NN, Feature Type=Long Features (lf)2020.04 | 97.43 | |
| AE(l2)Classifier=1NN, Feature Type=Long Features (lf)2020.04 | 97.37 | |
| LRClassifier=1NN, Feature Type=Long Features (lf)2020.04 | 97.28 | |
| AE(l1)Classifier=Linear SVM, Feature Type=Long Features (lf)2020.04 | 97.27 | |
| AE(l2)Classifier=Linear SVM, Feature Type=Long Features (lf)2020.04 | 97.23 | |
| JLRClassifier=Linear SVM, Feature Type=Long Features (lf)2020.04 | 97.19 | |
| AE(l1)Classifier=1NN, Feature Type=Short Features (sf)2020.04 | 97.15 | |
| BIGANClassifier=1NN, Feature Type=Long Features (lf)2020.04 | 97.14 | |
| JLRClassifier=1NN, Feature Type=Long Features (lf)2020.04 | 97.02 | |
| BIGANClassifier=1NN, Feature Type=Short Features (sf)2020.04 | 95.83 | |
| ALAEClassifier=1NN, Feature Type=Short Features (sf)2020.04 | 93.79 | |
| ALAEClassifier=Linear SVM, Feature Type=Short Features (sf)2020.04 | 93.47 | |
| LRClassifier=1NN, Feature Type=Short Features (sf)2020.04 | 92.79 | |
| JLRClassifier=1NN, Feature Type=Short Features (sf)2020.04 | 92.54 | |
| BIGANClassifier=Linear SVM, Feature Type=Short Features (sf)2020.04 | 90.52 | |
| LRClassifier=Linear SVM, Feature Type=Short Features (sf)2020.04 | 89.74 | |
| JLRClassifier=Linear SVM, Feature Type=Short Features (sf)2020.04 | 89.23 | |
| AE(l2)Classifier=Linear SVM, Feature Type=Short Features (sf)2020.04 | 88.78 | |
| AE(l1)Classifier=Linear SVM, Feature Type=Short Features (sf)2020.04 | 88.71 |